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Data Ingestion Batches — Category Frequencies + Base-100 Series
x402
Data Ingestion Batches — Category Frequencies + Base-100 Series is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-19).
Analyzes up to 200 data ingestion batch records to produce two reports: category frequency distributions and base-100 indexed series for received_rows or accepted_rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data ingestion batches — Category frequencies + Base-100 series: Category frequencies + Base-100 series for supplied data ingestion batches records (received_rows, accepted_rows). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.
Output
Returns two analytical reports computed locally: (1) category frequencies showing how often each dataset_group appears in the supplied rows, and (2) a base-100 indexed series for the chosen numeric field (received_rows or accepted_rows) anchored to the specified base_index row, enabling relative trend comparison across up to 200 records.
Example use cases
Pipeline group distribution audit
“I have batch ingestion logs for October with dataset groups like 'group-a' and 'group-b' — can you show me the category frequency breakdown and a base-100 indexed series for received_rows, starting from index 0?”
Acceptance rate trend indexing
“Take my 80 ingestion batch records and produce both a category frequency report and a base-100 series for accepted_rows using row 5 as the base point — I want to see how acceptance has trended relative to that baseline.”
Multi-group ingestion volume comparison
“Here are 200 rows of ingestion data across several dataset groups. Give me frequency counts per group and a base-100 index of received_rows from the very first record so I can compare volume growth across groups.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-01-105?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 data ingestion batch records and need both a categorical frequency breakdown by dataset group and a normalized base-100 time series for a numeric ingestion metric in a single low-cost call. It is ideal for pipeline monitoring, ETL audit reporting, and trend indexing without requiring external data sources or live lookups.
Side effects
- Fewer than 1 row supplied — validation error
- More than 200 rows submitted — request rejected
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- base_index out of range (exceeds number of rows minus one) — error
- Null values in selected numeric field may affect index computation
- Missing required fields (row_id, dataset_group, date) — schema rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| base_index | integer |
Tags
x402
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